SightGain Embedded Cyber Training Range is a SOC analyst training platform that executes malicious techniques safely on production systems to provide hands-on experience with real-world threats. The platform enables security teams to practice operational playbooks against priority threats using their existing security tools and infrastructure. The system measures analyst performance by running attack sequences on production systems and evaluating how analysts detect and respond to these simulated threats. It identifies skill gaps through live-fire testing and assigns customized training modules based on individual performance results. Training exercises can be scheduled or deployed unannounced directly into analyst queues. The platform integrates with existing security and response systems to provide real-time feedback during exercises. A gamification system rewards analysts with digital badges as they complete training modules. The organizational dashboard provides visibility into performance issues across people, processes, and technology. It measures response rates and response times, tracking performance improvements over time. The platform evaluates not only analyst skills but also the effectiveness of security tools and processes in detecting and responding to threats. SightGain is part of a broader Threat Exposure Management Platform that includes additional modules for SecOps Validation and Risk Analysis.